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Multimedia Tools and Applications

, Volume 77, Issue 4, pp 4545–4561 | Cite as

Color image watermarking scheme based on quaternion Hadamard transform and Schur decomposition

  • Jianzhong LiEmail author
  • Chuying Yu
  • B. B. Gupta
  • Xuechang Ren
Article

Abstract

Based on quaternion Hadamard transform (QHT) and Schur decomposition, a novel color image watermarking scheme is presented. To consider the correlation between different color channels and the significant color information, a new color image processing tool termed as the quaternion Hadamard transform is proposed. Then an efficient method is designed to calculate the QHT of a color image which is represented by quaternion algebra, and the QHT is analyzed for color image watermarking subsequently. With QHT, the host color image is processed in a holistic manner. By use of Schur decomposition, the watermark is embedded into the host color image by modifying the Q matrix. To make the watermarking scheme resistant to geometric attacks, a geometric distortion detection method based upon quaternion Zernike moment is introduced. Thus, all the watermark embedding, the watermark extraction and the geometric distortion parameter estimation employ the color image holistically in the proposed watermarking scheme. By using the detection method, the watermark can be extracted from the geometric distorted color images. Experimental results show that the proposed color image watermarking is not only invisible but also robust against a wide variety of attacks, especially for color attacks and geometric distortions.

Keywords

Color image watermarking Quaternion Hadamard transform Schur decomposition Quaternion Zernike moment Geometric correction 

Notes

Acknowledgements

This work is partly supported by the Natural Science Foundation of Guangdong Province (No. 2014A030310038), the Educational Commission of Guangdong Province (No. 2013KJCX0127, No. 2015KTSCX089) and the Fundamental Research Funds for the Central Universities (No. 20720160016).

References

  1. 1.
    Alsmirat M, Jararweh Y, Alayyoub M, et al (2016) Accelerating compute intensive medical imaging segmentation algorithms using hybrid CPU-GPU implementations. Multimedia Tools and Applications. doi: 10.1007/s11042-016-3884-2
  2. 2.
    Atawneh S, Almomani A, Al Bazar H et al (2016) Secure and imperceptible digital image steganographic algorithm based on diamond encoding in DWT domain. Multimedia Tools and Applications. doi: 10.1007/s11042-016-3930-0 Google Scholar
  3. 3.
    Benhocine A, Laouamer L, Nana L, Pascu A (2008) A New Approach Against Color Attacks of Watermarked Images. In Proceeding of International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp.969–972Google Scholar
  4. 4.
    Chen BJ, Shu HZ, Zhang Chen G, Toumoulin C, Dillenseger JL, Luo LM (2012) Quaternion Zernike moments and their invariants for color image analysis and object recognition. Signal Process 92:308–318CrossRefGoogle Scholar
  5. 5.
    Cox IJ, Miller ML (2002) The first 50 years of electronic watermarking. J Appl Signal Process 2:126–132zbMATHGoogle Scholar
  6. 6.
    Fakhari P, Vahedi E, Lucas C (2011) Protecting patient privacy from unauthorized release of medical images using a bio-inspired wavelet-based watermarking approach. Digital Signal Process 21:433–446CrossRefGoogle Scholar
  7. 7.
    Fang Y, Tan Y, Zhang Q et al (2016) An effective RAID data layout for object-based de-duplication backup system. Chin J Electron 25(5):832–840CrossRefGoogle Scholar
  8. 8.
    Findik O, Babaoglu I, Ülker E (2011) A color image watermarking scheme based on artificial immune recognition system. Expert Syst Appl 38(3):1942–1946CrossRefGoogle Scholar
  9. 9.
    Gunjal BL, Mali SN (2011) Secured color image watermarking technique in DWT-DCT domain. IJCSEIT 1(3):36–44Google Scholar
  10. 10.
    Karibali IG, Berberidis K (2006) Efficient spatial image watermarking via new perceptual masking and blind detection scheme. IEEE Trans Inf Forensics Secur 1(2):256–274CrossRefGoogle Scholar
  11. 11.
    Kong FZ, Peng YZ (2010) Color image watermarking algorithm based on HSI color space. In Proceeding of 2nd International Conference on Industrial and Information Systems (IIS), pp.464–467Google Scholar
  12. 12.
    Lai CC (2011) An improved SVD-based watermarking scheme using human visual characteristics. Opt Commun 284:938–944CrossRefGoogle Scholar
  13. 13.
    Maity SP, Kundu MK (2011) Perceptually adaptive spread transform image watermarking scheme using Hadamard transform. Inf Sci 181:450–465CrossRefGoogle Scholar
  14. 14.
    Memos VA, Psannis KE (2016) Encryption algorithm for efficient transmission of hevc media. J Real-Time Image Proc 12(2):473–482CrossRefGoogle Scholar
  15. 15.
    Phadikar A, Maity SP, Verma B (2011) Region based QIM digital watermarking scheme for image database in DCT domain. Comput Electr Eng 37:339–355CrossRefzbMATHGoogle Scholar
  16. 16.
    Poljicak A, Mandic L, Agic D (2011) Discrete Fourier transform–based watermarking method with an optimal implementation radius. J Electron Imaging 20(3): 033008-033008-8Google Scholar
  17. 17.
    Psannis KE (2009) Efficient redundant frames encoding algorithm for streaming video over error prone wireless channels. IEICE Electronics Express 6(21):1497–1502CrossRefGoogle Scholar
  18. 18.
    Psannis KE (2015) HEVC in wireless environments. J Real-Time Image Proc 12(2):509–516CrossRefGoogle Scholar
  19. 19.
    Rajab L, Al-Khatib T, Al-Haj A (2015) A blind DWT-SCHUR based digital video watermarking technique. J Softw Eng Appl 8:224–233CrossRefGoogle Scholar
  20. 20.
    Santhi V, Arulmozhivarman P (2013) Hadamard transform based adaptive visible/invisible watermarking scheme for digital images. J Inf Secur Applications 18:167–179CrossRefGoogle Scholar
  21. 21.
    Shao ZH, Duan YP, Coatrieux G, Wu JS, Meng JY, Shu HZ (2015) Combining double random phase encoding for color image watermarking in quaternion gyrator domain. Opt Commun 343:56–65CrossRefGoogle Scholar
  22. 22.
    Su QT, Niu YG, Liu XX, Zhu Y (2012) Embedding color watermarks in color images based on Schur decomposition. Opt Commun 285:1792–1802CrossRefGoogle Scholar
  23. 23.
    Su QT, Niu YG, Wang Q, Sheng GR (2013) A blind color image watermarking based on DC component in the spatial domain. Optik 124:6255–6260CrossRefGoogle Scholar
  24. 24.
    Sun J, Yang JY (2010) Quaternion frequency watermarking algorithm for color Images. In Proceeding of International Conference on Multimedia Technology (ICMT), pp.1–4Google Scholar
  25. 25.
    Sun ZZ, Zhang QX, Li YA, Tan YZ (2016) DPPDL: a dynamic partial-parallel data layout for green video surveillance storage. IEEE Trans Circuits Syst Video Technol. doi: 10.1109/TCSVT.2016.2605045 Google Scholar
  26. 26.
    Tsui TK, Zhang XP, Androutsos D (2008) Color image watermarking using multidimensional Fourier transforms. IEEE Trans Inf Forensics Secur 3(1):16–28CrossRefGoogle Scholar
  27. 27.
    Wang Z, Bovik AC, Sheikh HR, Simoncelli EP (2004) Image quality assessment: from error visibility to structural similarity. IEEE Trans Image Process 13(4):600–612CrossRefGoogle Scholar
  28. 28.
    Yang HY, Zhang Y, Wang P, Wang XY, Wang CP (2014) A geometric correction based robust color image watermarking scheme using quaternion exponent moments. Optik 125:4456–4469CrossRefGoogle Scholar
  29. 29.
    Zhu R, Tan Y, Zhang Q et al (2016a) Determining image base of firmware files for ARM devices. IEICE Trans Inf Syst 99(2):351–359CrossRefGoogle Scholar
  30. 30.
    Zhu R, Tan Y, Zhang Q et al (2016b) Determining image base of firmware for ARM devices by matching literal pools. Digit Investig 16:19–28CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media New York 2017

Authors and Affiliations

  • Jianzhong Li
    • 1
    Email author
  • Chuying Yu
    • 2
  • B. B. Gupta
    • 3
  • Xuechang Ren
    • 4
  1. 1.College of mathematics and statisticsHanshan Normal UniversityChaozhouChina
  2. 2.School of physics and electronic engineeringHanshan Normal UniversityChaozhouChina
  3. 3.National Institute of Technology KurukshetraKurukshetraIndia
  4. 4.Department of physics and mechanical & electrical engineeringXiamen UniversityXiamenChina

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